Product function
AI opportunity discovery
How Merjora surfaces AI opportunities from the way your business already works — workflow by workflow, with no technology shopping list.
Discovery starts from workflows, not tools. Merjora maps where time, handoffs and rework accumulate in your business, then matches those patterns against opportunity archetypes with documented precedent. The output is a ranked list of candidate opportunities described in business terms.
What this function does
- Turns a description of how your business operates into a structured workflow map
- Identifies where volume, repetition and manual judgement concentrate
- Matches each pattern against opportunity archetypes with public precedent
- Rejects opportunities whose data or process preconditions are missing
What it needs from you
- A short description of your activity and the work that consumes the most time
- Headcount range and the systems you already use
- The business goal you care about most: cost, speed, capacity or quality
What you get back
- A ranked opportunity list with a plain-language description for each
- The workflow each opportunity sits in and who it affects
- A first-pass feasibility signal: data readiness, process maturity, change load
How it works
- 01
Map
Your answers are normalised into workflows, volumes and decision points.
- 02
Match
Each workflow is compared against archetypes derived from documented transformations.
- 03
Filter
Archetypes without the required data or process preconditions are dropped, not softened.
- 04
Rank
What remains is ordered by value, confidence and effort — not by novelty.
What it deliberately does not do
- It does not recommend a specific vendor or model
- It does not invent volumes you did not provide
- It does not promise savings without stating the assumption behind them
Questions
- How long does discovery take?
- The assessment takes about two minutes and produces the first ranked list immediately. A deeper discovery pass with your own operational data takes days, not months.
- Do you need access to our systems?
- No. Discovery runs on your description of the work. System access only becomes relevant later, when quantifying a specific opportunity against real volumes.